Building an Advanced Agentic RAG System with Langchain, Ollama, and Milvus
Explore the cutting-edge world of Agentic Retrieval-Augmented Generation (RAG) systems in this 31-minute conference talk from Devoxx. Discover how to construct an advanced Agentic RAG system using open-source technologies like Langchain, Ollama, and Milv…
Customizable RAG Workflows with Your Own Data
Build customizable RAG workflows using OSS tools and your own data to optimize GenAI applications for corporate environments. Learn best practices and advanced techniques.
Milvus 2.0: A Cloud-Native Vector Database for AI Applications
Explore Milvus 2.0, a cloud-native vector database for AI applications. Learn about its architecture, features, and real-world use cases across industries for unstructured data analytics and search.
Unlock the Power of Embeddings with Vector Search - Future of Data & AI - Data Science Dojo
Explore embeddings and vector search for unstructured data analysis. Learn to build semantic text and reverse image search systems using Milvus, with real-world applications and best practices.
Milvus - Accelerating Approximate Nearest Neighbor Search for Large Scale Datasets
Explore techniques to accelerate Approximate Nearest Neighbor Search for large datasets using Milvus. Learn about unstructured data services, vector databases, and real-world AI applications.
Evolution of Milvus Cloud-Scalable Vector Database
Explore the development and capabilities of Milvus, a cloud-scalable vector database, with insights from Zilliz experts on its evolution and applications.
Milvus Vector Database - Unlocking the Future of Open Source Vector Databases
Explore Milvus, a high-performance cloud-native vector database. Learn its history, architecture, unique features, and real-world applications in RAG, recommendation systems, and molecular search.
The Rise of Vector Databases - Lessons from the Milvus Community
Explore vector databases, their rise in managing unstructured data, and insights from Milvus. Learn about embeddings, production use cases, challenges, and future developments in this emerging field.
The Evolution of Milvus - A Cloud-Native Vector Database
Explore Milvus 2.0, a cloud-native vector database for unstructured data. Learn its architecture, features, and real-world applications in art, security, real estate, and e-commerce.
Exploring Vector Search at Scale with Milvus - Building Billion-Scale Solutions
Explore vector search at billion-scale through Milvus, understanding distributed systems architecture, indexing strategies, and scalability solutions for unstructured data processing.
Insights from Diverse Projects in Image Search and RAG
Explore practical insights from real-world vector search projects, covering image matching, property deduplication, and RAG implementations, with focus on DinoV2 and Ada-2 model performance.
Enriching Generative AI Events in Real-Time Streaming Pipelines
Explore real-time streaming pipelines for enriching generative AI events, covering unstructured data handling, Milvus architecture, and NiFi 2.0 features with practical demos.
Unleashing the Potential of Cloud Native Open Source Vector Databases
Explore cloud native open source vector databases, focusing on Milvus. Learn advanced features, practical applications, setup processes, and community resources for leveraging this powerful technology.
Solving LLM Data Problems with Vector Databases - Part 2
Explore vector databases' role in LLM apps, focusing on solving data issues and democratizing access to this technology for efficient billion-scale vector search.
Building LLM Assistants with LlamaIndex, NVIDIA NIM, and Milvus - LLM App Development
Learn to create a Q&A chatbot using NVIDIA NIM for embeddings, Milvus for storage, Llama3 for inference, and LlamaIndex for seamless integration in this comprehensive tutorial.
Building Multimodal AI RAG with LlamaIndex, NVIDIA NIM, and Milvus - LLM App Development
Learn to build a multimodal AI RAG application using LlamaIndex, NVIDIA NIM, and Milvus. Covers document processing, vector database integration, inference with Llama 3, and seamless orchestration for efficient Q&A experiences.
Vector Databases 101 - How Do They Work?
Explore vector databases' functionality, applications, and architecture. Learn about similarity search, indexing techniques, and real-world use cases in machine learning and AI.
Democratizing AI - Vector Databases and LLM Applications
Explore vector databases, LLM app building, and AI democratization with Yujian Tang. Learn about Milvus, production use cases, data challenges, and the future of AI technologies.
Fresh Data and Smart Retrieval: Milvus and Jina CLIP Explained - MLOps Mini Summit 7
Explore vector database updates, Milvus mechanics, and Jina CLIP's novel multi-task contrastive training for enhanced multimodal and text-based retrieval systems. Master data freshness in high-throughput, low-latency scenarios.
Milvus: A Purpose-Built Vector Data Management System
Explore Milvus, a purpose-built vector data management system, and its applications in efficient similarity search and AI-powered data analysis.
Codeless Generative AI Pipelines - Prompt Automation and Real-Time Dataflow
Discover how to build automated AI pipelines using vector embeddings, Milvus, and real-time dataflow systems for efficient prompt management and query automation.